Elizabeth A. Fulton

This paper introduces LEMMA, a framework using LLMs and evolutionary algorithms to generate and refine mechanistic ecosystem models, demonstrating strong performance in marine case studies.

This paper introduces a framework using LLMs to automate species grouping and diet matrix generation for food web construction, achieving high consistency in species grouping and moderate accuracy in trophic interactions.

The paper introduces the 'Green Band' concept to assess fishing pressure's impact on ecosystem structure using catch and production data across four case studies.